diff --git a/pkg/scheduler/algorithm/predicates/predicates.go b/pkg/scheduler/algorithm/predicates/predicates.go
index faa926a229a..80932d05e66 100644
--- a/pkg/scheduler/algorithm/predicates/predicates.go
+++ b/pkg/scheduler/algorithm/predicates/predicates.go
@@ -68,6 +68,8 @@ const (
 	NoDiskConflictPred = "NoDiskConflict"
 	// PodToleratesNodeTaintsPred defines the name of predicate PodToleratesNodeTaints.
 	PodToleratesNodeTaintsPred = "PodToleratesNodeTaints"
+	// CheckNodeUnschedulablePred defines the name of predicate CheckNodeUnschedulablePredicate.
+	CheckNodeUnschedulablePred = "CheckNodeUnschedulable"
 	// PodToleratesNodeNoExecuteTaintsPred defines the name of predicate PodToleratesNodeNoExecuteTaints.
 	PodToleratesNodeNoExecuteTaintsPred = "PodToleratesNodeNoExecuteTaints"
 	// CheckNodeLabelPresencePred defines the name of predicate CheckNodeLabelPresence.
@@ -124,7 +126,7 @@ const (
 // The order is based on the restrictiveness & complexity of predicates.
 // Design doc: https://github.com/kubernetes/community/blob/master/contributors/design-proposals/scheduling/predicates-ordering.md
 var (
-	predicatesOrdering = []string{CheckNodeConditionPred,
+	predicatesOrdering = []string{CheckNodeConditionPred, CheckNodeUnschedulablePred,
 		GeneralPred, HostNamePred, PodFitsHostPortsPred,
 		MatchNodeSelectorPred, PodFitsResourcesPred, NoDiskConflictPred,
 		PodToleratesNodeTaintsPred, PodToleratesNodeNoExecuteTaintsPred, CheckNodeLabelPresencePred,
@@ -1432,8 +1434,8 @@ func (c *PodAffinityChecker) satisfiesPodsAffinityAntiAffinity(pod *v1.Pod, node
 	return nil, nil
 }
 
-// PodToleratesNodeTaints checks if a pod tolerations can tolerate the node taints
-func PodToleratesNodeTaints(pod *v1.Pod, meta algorithm.PredicateMetadata, nodeInfo *schedulercache.NodeInfo) (bool, []algorithm.PredicateFailureReason, error) {
+// CheckNodeUnschedulablePredicate checks if a pod can be scheduled on a node with Unschedulable spec.
+func CheckNodeUnschedulablePredicate(pod *v1.Pod, meta algorithm.PredicateMetadata, nodeInfo *schedulercache.NodeInfo) (bool, []algorithm.PredicateFailureReason, error) {
 	if nodeInfo == nil || nodeInfo.Node() == nil {
 		return false, []algorithm.PredicateFailureReason{ErrNodeUnknownCondition}, nil
 	}
@@ -1442,6 +1444,15 @@ func PodToleratesNodeTaints(pod *v1.Pod, meta algorithm.PredicateMetadata, nodeI
 		return false, []algorithm.PredicateFailureReason{ErrNodeUnschedulable}, nil
 	}
 
+	return true, nil, nil
+}
+
+// PodToleratesNodeTaints checks if a pod tolerations can tolerate the node taints
+func PodToleratesNodeTaints(pod *v1.Pod, meta algorithm.PredicateMetadata, nodeInfo *schedulercache.NodeInfo) (bool, []algorithm.PredicateFailureReason, error) {
+	if nodeInfo == nil || nodeInfo.Node() == nil {
+		return false, []algorithm.PredicateFailureReason{ErrNodeUnknownCondition}, nil
+	}
+
 	return podToleratesNodeTaints(pod, nodeInfo, func(t *v1.Taint) bool {
 		// PodToleratesNodeTaints is only interested in NoSchedule and NoExecute taints.
 		return t.Effect == v1.TaintEffectNoSchedule || t.Effect == v1.TaintEffectNoExecute
diff --git a/pkg/scheduler/algorithmprovider/defaults/defaults.go b/pkg/scheduler/algorithmprovider/defaults/defaults.go
index 35e044254be..6ac2f1849ad 100644
--- a/pkg/scheduler/algorithmprovider/defaults/defaults.go
+++ b/pkg/scheduler/algorithmprovider/defaults/defaults.go
@@ -186,12 +186,15 @@ func ApplyFeatureGates() {
 		// if you just want remove specific provider, call func RemovePredicateKeyFromAlgoProvider()
 		factory.RemovePredicateKeyFromAlgorithmProviderMap(predicates.CheckNodeConditionPred)
 
+		// Fit is determined based on whether a node has Unschedulable spec
+		factory.RegisterMandatoryFitPredicate(predicates.CheckNodeUnschedulablePred, predicates.CheckNodeUnschedulablePredicate)
 		// Fit is determined based on whether a pod can tolerate all of the node's taints
 		factory.RegisterMandatoryFitPredicate(predicates.PodToleratesNodeTaintsPred, predicates.PodToleratesNodeTaints)
-		// Insert Key "PodToleratesNodeTaints" To All Algorithm Provider
+		// Insert Key "PodToleratesNodeTaints" and "CheckNodeUnschedulable" To All Algorithm Provider
 		// The key will insert to all providers which in algorithmProviderMap[]
 		// if you just want insert to specific provider, call func InsertPredicateKeyToAlgoProvider()
 		factory.InsertPredicateKeyToAlgorithmProviderMap(predicates.PodToleratesNodeTaintsPred)
+		factory.InsertPredicateKeyToAlgorithmProviderMap(predicates.CheckNodeUnschedulablePred)
 
 		glog.Warningf("TaintNodesByCondition is enabled, PodToleratesNodeTaints predicate is mandatory")
 	}